Overview

Dataset info

Number of variables23
Number of observations5015
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory901.3 KiB
Average record size in memory184.0 B

Variables types

NUM22
DATE1

Reproduction info

Date of analysis2020-05-15 01:05:13.908710
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

CANADA_-_CANADIAN_DOLLAR/US$ is highly correlated with AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$High Correlation
AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$ is highly correlated with CANADA_-_CANADIAN_DOLLAR/US$ and 1 other fieldsHigh Correlation
EURO_AREA_-_EURO/US$ is highly correlated with DENMARK_-_DANISH_KRONE/US$ and 1 other fieldsHigh Correlation
DENMARK_-_DANISH_KRONE/US$ is highly correlated with EURO_AREA_-_EURO/US$ and 1 other fieldsHigh Correlation
NEW_ZEALAND_-_NEW_ZELAND_DOLLAR/US$ is highly correlated with AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$ and 1 other fieldsHigh Correlation
SINGAPORE_-_SINGAPORE_DOLLAR/US$ is highly correlated with CHINA_-_YUAN/US$ and 2 other fieldsHigh Correlation
CHINA_-_YUAN/US$ is highly correlated with SINGAPORE_-_SINGAPORE_DOLLAR/US$High Correlation
SOUTH_AFRICA_-_RAND/US$ is highly correlated with INDIA_-_INDIAN_RUPEE/US$High Correlation
INDIA_-_INDIAN_RUPEE/US$ is highly correlated with SOUTH_AFRICA_-_RAND/US$High Correlation
SRI_LANKA_-_SRI_LANKAN_RUPEE/US$ is highly correlated with MEXICO_-_MEXICAN_PESO/US$High Correlation
MEXICO_-_MEXICAN_PESO/US$ is highly correlated with SRI_LANKA_-_SRI_LANKAN_RUPEE/US$High Correlation
SWEDEN_-_KRONA/US$ is highly correlated with DENMARK_-_DANISH_KRONE/US$ and 2 other fieldsHigh Correlation
NORWAY_-_NORWEGIAN_KRONE/US$ is highly correlated with SWEDEN_-_KRONA/US$High Correlation
SWITZERLAND_-_FRANC/US$ is highly correlated with NEW_ZEALAND_-_NEW_ZELAND_DOLLAR/US$ and 1 other fieldsHigh Correlation
THAILAND_-_BAHT/US$ is highly correlated with SINGAPORE_-_SINGAPORE_DOLLAR/US$High Correlation

Variables

AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count2958
Unique (%)59.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.332159741
Minimum0.9069
Maximum2.0713
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum0.9069
5-th percentile0.9606
Q11.1152
median1.3113
Q31.4304
95-th percentile1.91212
Maximum2.0713
Range1.1644
Interquartile range (IQR)0.3152

Descriptive statistics

Standard deviation0.2699739467
Coefficient of variation (CV)0.2026588392
Kurtosis-0.02207673532
Mean1.332159741
Median Absolute Deviation (MAD)0.2041968713
Skewness0.732220594
Sum6680.7811
Variance0.07288593192
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.9069 0.92555 0.94625 0.9818 1.06155 ... 1.6458 1.90875 1.93645 1.9818 2.0713 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.3943 8 0.2%
 
1.3033 8 0.2%
 
1.3263 8 0.2%
 
1.3287 7 0.1%
 
1.3026 7 0.1%
 
1.2958 7 0.1%
 
1.3305 7 0.1%
 
1.3031 7 0.1%
 
1.3215 7 0.1%
 
1.8365 6 0.1%
 
Other values (2948) 4943 98.6%
 
ValueCountFrequency (%) 
0.9069 1 < 0.1%
 
0.907 1 < 0.1%
 
0.909 1 < 0.1%
 
0.9116 1 < 0.1%
 
0.9139 1 < 0.1%
 
ValueCountFrequency (%) 
2.0713 1 < 0.1%
 
2.0657 1 < 0.1%
 
2.0576 1 < 0.1%
 
2.0551 1 < 0.1%
 
2.0488 1 < 0.1%
 

BRAZIL_-_REAL/US$
Real number (ℝ≥0)

Distinct count3878
Unique (%)77.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.54848331
Minimum1.5375
Maximum4.2594
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum1.5375
5-th percentile1.66964
Q11.94565
median2.3291
Q33.13
95-th percentile3.8972
Maximum4.2594
Range2.7219
Interquartile range (IQR)1.18435

Descriptive statistics

Standard deviation0.7242343676
Coefficient of variation (CV)0.2841825037
Kurtosis-0.8449002648
Mean2.54848331
Median Absolute Deviation (MAD)0.6261472907
Skewness0.5837737773
Sum12780.6438
Variance0.5245154193
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.5375 1.56 1.63105 1.65355 1.73325 ... 3.3314 3.70165 3.90075 4.1956 4.2594 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.805 12 0.2%
 
2.945 7 0.1%
 
2.141 6 0.1%
 
2.871 6 0.1%
 
1.745 6 0.1%
 
2.91 6 0.1%
 
2.907 6 0.1%
 
1.808 5 0.1%
 
1.793 5 0.1%
 
2.729 5 0.1%
 
Other values (3868) 4951 98.7%
 
ValueCountFrequency (%) 
1.5375 1 < 0.1%
 
1.5402 1 < 0.1%
 
1.5495 1 < 0.1%
 
1.5509 1 < 0.1%
 
1.5538 1 < 0.1%
 
ValueCountFrequency (%) 
4.2594 1 < 0.1%
 
4.2569 1 < 0.1%
 
4.2272 1 < 0.1%
 
4.2213 1 < 0.1%
 
4.22 1 < 0.1%
 

CANADA_-_CANADIAN_DOLLAR/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count3145
Unique (%)62.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.230502871
Minimum0.9168
Maximum1.6128
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum0.9168
5-th percentile0.9882
Q11.05585
median1.2371
Q31.3357
95-th percentile1.56329
Maximum1.6128
Range0.696
Interquartile range (IQR)0.27985

Descriptive statistics

Standard deviation0.1821357056
Coefficient of variation (CV)0.1480172943
Kurtosis-0.9352782073
Mean1.230502871
Median Absolute Deviation (MAD)0.1547562606
Skewness0.3296336636
Sum6170.9719
Variance0.03317341527
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.9168 0.94765 0.9709 0.98385 1.03385 ... 1.40845 1.44585 1.51835 1.59835 1.6128 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.3332 8 0.2%
 
1.3108 8 0.2%
 
0.9928 8 0.2%
 
1.0187 6 0.1%
 
1.0287 6 0.1%
 
1.3145 6 0.1%
 
1.5725 6 0.1%
 
1.3115 5 0.1%
 
1.332 5 0.1%
 
1.0173 5 0.1%
 
Other values (3135) 4952 98.7%
 
ValueCountFrequency (%) 
0.9168 1 < 0.1%
 
0.9243 1 < 0.1%
 
0.9303 1 < 0.1%
 
0.9337 1 < 0.1%
 
0.936 1 < 0.1%
 
ValueCountFrequency (%) 
1.6128 1 < 0.1%
 
1.6126 1 < 0.1%
 
1.6112 1 < 0.1%
 
1.611 1 < 0.1%
 
1.6084 2 < 0.1%
 

CHINA_-_YUAN/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count2710
Unique (%)54.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.200543789
Minimum6.0402
Maximum8.28
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum6.0402
5-th percentile6.14068
Q16.47555
median6.86
Q38.2765
95-th percentile8.2775
Maximum8.28
Range2.2398
Interquartile range (IQR)1.80095

Descriptive statistics

Standard deviation0.8204134372
Coefficient of variation (CV)0.1139377054
Kurtosis-1.580230201
Mean7.200543789
Median Absolute Deviation (MAD)0.7575196971
Skewness0.2489095054
Sum36110.7271
Variance0.6730782079
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[6.0402 6.09125 6.09265 6.11785 6.12175 ... 8.27715 8.27745 8.27755 8.27985 8.28 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.2765 208 4.1%
 
8.2768 140 2.8%
 
8.277 139 2.8%
 
8.2771 119 2.4%
 
8.2767 101 2.0%
 
8.2769 101 2.0%
 
8.2766 87 1.7%
 
8.2772 84 1.7%
 
8.2773 78 1.6%
 
8.2774 55 1.1%
 
Other values (2700) 3903 77.8%
 
ValueCountFrequency (%) 
6.0402 1 < 0.1%
 
6.0432 1 < 0.1%
 
6.0459 1 < 0.1%
 
6.0478 1 < 0.1%
 
6.0486 1 < 0.1%
 
ValueCountFrequency (%) 
8.28 15 0.3%
 
8.2799 18 0.4%
 
8.2798 10 0.2%
 
8.2797 6 0.1%
 
8.2796 9 0.2%
 

DENMARK_-_DANISH_KRONE/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count4460
Unique (%)88.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.286814397
Minimum4.6605
Maximum9.005
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum4.6605
5-th percentile5.09185
Q15.59355
median6.0725
Q36.71485
95-th percentile8.36265
Maximum9.005
Range4.3445
Interquartile range (IQR)1.1213

Descriptive statistics

Standard deviation0.9434298342
Coefficient of variation (CV)0.150064846
Kurtosis0.2067021931
Mean6.286814397
Median Absolute Deviation (MAD)0.7455018233
Skewness0.9049236672
Sum31528.3742
Variance0.8900598521
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[4.6605 4.7182 4.8289 5.0033 5.39355 ... 7.35 8.1558 8.5355 8.858 9.005 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.647 4 0.1%
 
8.373 4 0.1%
 
6.882 4 0.1%
 
8.208 4 0.1%
 
5.5273 3 0.1%
 
5.6417 3 0.1%
 
6.5617 3 0.1%
 
6.5998 3 0.1%
 
5.8307 3 0.1%
 
6.253 3 0.1%
 
Other values (4450) 4981 99.3%
 
ValueCountFrequency (%) 
4.6605 1 < 0.1%
 
4.6687 1 < 0.1%
 
4.6836 1 < 0.1%
 
4.6837 1 < 0.1%
 
4.6882 1 < 0.1%
 
ValueCountFrequency (%) 
9.005 1 < 0.1%
 
8.995 1 < 0.1%
 
8.902 1 < 0.1%
 
8.9015 1 < 0.1%
 
8.8995 1 < 0.1%
 

EURO_AREA_-_EURO/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count2703
Unique (%)53.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8440141775
Minimum0.6246
Maximum1.2092
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum0.6246
5-th percentile0.68327
Q10.751
median0.8156
Q30.90015
95-th percentile1.12273
Maximum1.2092
Range0.5846
Interquartile range (IQR)0.14915

Descriptive statistics

Standard deviation0.1268258075
Coefficient of variation (CV)0.1502650203
Kurtosis0.2032113055
Mean0.8440141775
Median Absolute Deviation (MAD)0.1001854498
Skewness0.9031341381
Sum4232.7311
Variance0.01608478544
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.6246 0.6326 0.6477 0.6713 0.72375 ... 1.00585 1.09685 1.14305 1.1834 1.2092 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.878 9 0.2%
 
0.8898 9 0.2%
 
0.9029 9 0.2%
 
0.89 8 0.2%
 
0.8814 8 0.2%
 
0.7551 8 0.2%
 
0.8131 8 0.2%
 
0.7637 8 0.2%
 
0.773 8 0.2%
 
0.8846 7 0.1%
 
Other values (2693) 4933 98.4%
 
ValueCountFrequency (%) 
0.6246 1 < 0.1%
 
0.6259 1 < 0.1%
 
0.628 2 < 0.1%
 
0.6284 1 < 0.1%
 
0.629 2 < 0.1%
 
ValueCountFrequency (%) 
1.2092 1 < 0.1%
 
1.209 1 < 0.1%
 
1.1956 2 < 0.1%
 
1.1947 1 < 0.1%
 
1.193 1 < 0.1%
 
Distinct count892
Unique (%)17.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.782642572
Minimum7.7085
Maximum7.8499
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum7.7085
5-th percentile7.7501
Q17.7564
median7.7806
Q37.7998
95-th percentile7.84253
Maximum7.8499
Range0.1414
Interquartile range (IQR)0.0434

Descriptive statistics

Standard deviation0.02755146948
Coefficient of variation (CV)0.00354011754
Kurtosis-0.4143549403
Mean7.782642572
Median Absolute Deviation (MAD)0.02366077445
Skewness0.5978121324
Sum39029.9525
Variance0.0007590834704
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[7.7085 7.74945 7.74995 7.75005 7.75015 ... 7.83595 7.8424 7.84835 7.84935 7.8499 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.8 188 3.7%
 
7.75 100 2.0%
 
7.7995 89 1.8%
 
7.7998 88 1.8%
 
7.799 79 1.6%
 
7.7997 65 1.3%
 
7.7999 59 1.2%
 
7.7993 57 1.1%
 
7.7501 51 1.0%
 
7.7994 45 0.9%
 
Other values (882) 4194 83.6%
 
ValueCountFrequency (%) 
7.7085 1 < 0.1%
 
7.711 1 < 0.1%
 
7.7125 1 < 0.1%
 
7.7285 1 < 0.1%
 
7.731 1 < 0.1%
 
ValueCountFrequency (%) 
7.8499 11 0.2%
 
7.8498 9 0.2%
 
7.8497 8 0.2%
 
7.8496 12 0.2%
 
7.8495 12 0.2%
 

INDIA_-_INDIAN_RUPEE/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count1997
Unique (%)39.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean52.72624887
Minimum38.48
Maximum74.33
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum38.48
5-th percentile40.985
Q145.25
median48.1
Q362.44
95-th percentile69.793
Maximum74.33
Range35.85
Interquartile range (IQR)17.19

Descriptive statistics

Standard deviation9.678707896
Coefficient of variation (CV)0.1835652659
Kurtosis-1.120456506
Mean52.72624887
Median Absolute Deviation (MAD)8.658772649
Skewness0.6189124755
Sum264422.1381
Variance93.67738653
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[38.48 39.115 39.42 40.225 40.595 ... 69.025 70.785 71.305 72.015 74.33 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
43.65 37 0.7%
 
43.7 18 0.4%
 
43.6 16 0.3%
 
45.8 16 0.3%
 
45.88 15 0.3%
 
43.45 15 0.3%
 
45.55 15 0.3%
 
44 15 0.3%
 
46.4 14 0.3%
 
46.35 14 0.3%
 
Other values (1987) 4840 96.5%
 
ValueCountFrequency (%) 
38.48 1 < 0.1%
 
39.11 1 < 0.1%
 
39.12 1 < 0.1%
 
39.13 5 0.1%
 
39.14 1 < 0.1%
 
ValueCountFrequency (%) 
74.33 1 < 0.1%
 
74.25 1 < 0.1%
 
74.04 1 < 0.1%
 
73.95 1 < 0.1%
 
73.76 2 < 0.1%
 

JAPAN_-_YEN/US$
Real number (ℝ≥0)

Distinct count2846
Unique (%)56.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean106.5892303
Minimum75.72
Maximum134.77
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum75.72
5-th percentile79.568
Q1100.08
median109.02
Q3116.815
95-th percentile123.613
Maximum134.77
Range59.05
Interquartile range (IQR)16.735

Descriptive statistics

Standard deviation13.21172287
Coefficient of variation (CV)0.1239498853
Kurtosis-0.2520441166
Mean106.5892303
Median Absolute Deviation (MAD)10.40504512
Skewness-0.6656946807
Sum534544.99
Variance174.5496212
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 75.72 76.29 84.165 88.4 101.235 ... 114.035 117.065 121.305 124.895 134.77 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
109.34 8 0.2%
 
108.75 7 0.1%
 
108.17 7 0.1%
 
109.38 7 0.1%
 
111.48 7 0.1%
 
111.38 7 0.1%
 
120.27 7 0.1%
 
106.1 6 0.1%
 
119.91 6 0.1%
 
110.48 6 0.1%
 
Other values (2836) 4947 98.6%
 
ValueCountFrequency (%) 
75.72 1 < 0.1%
 
75.8 1 < 0.1%
 
75.88 1 < 0.1%
 
76.05 1 < 0.1%
 
76.1 2 < 0.1%
 
ValueCountFrequency (%) 
134.77 1 < 0.1%
 
134.64 1 < 0.1%
 
134.63 1 < 0.1%
 
134.47 1 < 0.1%
 
134.35 1 < 0.1%
 

KOREA_-_WON/US$
Real number (ℝ≥0)

Distinct count3421
Unique (%)68.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1125.552552
Minimum903.2
Maximum1570.1
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum903.2
5-th percentile938.27
Q11067.57
median1127.79
Q31180
95-th percentile1307
Maximum1570.1
Range666.9
Interquartile range (IQR)112.43

Descriptive statistics

Standard deviation103.4069535
Coefficient of variation (CV)0.09187216824
Kurtosis0.7260986088
Mean1125.552552
Median Absolute Deviation (MAD)76.70371662
Skewness0.2535604705
Sum5644646.05
Variance10692.99802
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 903.2 913.35 926.05 949.35 976.6 ... 1186.05 1207.24 1332.5 1395.5 1570.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1180 14 0.3%
 
1160 13 0.3%
 
1182 13 0.3%
 
1115 13 0.3%
 
1186 13 0.3%
 
1284 12 0.2%
 
1110 11 0.2%
 
1171 11 0.2%
 
1153 11 0.2%
 
1181 10 0.2%
 
Other values (3411) 4894 97.6%
 
ValueCountFrequency (%) 
903.2 1 < 0.1%
 
905.2 1 < 0.1%
 
906.2 1 < 0.1%
 
906.7 1 < 0.1%
 
907 2 < 0.1%
 
ValueCountFrequency (%) 
1570.1 1 < 0.1%
 
1567.1 1 < 0.1%
 
1551.2 1 < 0.1%
 
1550.95 1 < 0.1%
 
1549.6 1 < 0.1%
 

MALAYSIA_-_RINGGIT/US$
Real number (ℝ≥0)

Distinct count1787
Unique (%)35.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.651128794
Minimum2.937
Maximum4.496
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum2.937
5-th percentile3.04921
Q13.2905
median3.8
Q33.8
95-th percentile4.2743
Maximum4.496
Range1.559
Interquartile range (IQR)0.5095

Descriptive statistics

Standard deviation0.3786351152
Coefficient of variation (CV)0.1037035768
Kurtosis-0.8611079313
Mean3.651128794
Median Absolute Deviation (MAD)0.3176578913
Skewness-0.01548674196
Sum18310.4109
Variance0.1433645505
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[2.937 2.959 3.00325 3.02275 3.06625 ... 4.2755 4.2985 4.42075 4.4525 4.496 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.8 1376 27.4%
 
3.8005 14 0.3%
 
3.5 12 0.2%
 
4.135 12 0.2%
 
3.7695 12 0.2%
 
3.42 12 0.2%
 
4.19 10 0.2%
 
3.64 10 0.2%
 
3.008 9 0.2%
 
3.051 9 0.2%
 
Other values (1777) 3539 70.6%
 
ValueCountFrequency (%) 
2.937 1 < 0.1%
 
2.941 1 < 0.1%
 
2.947 1 < 0.1%
 
2.9535 1 < 0.1%
 
2.957 1 < 0.1%
 
ValueCountFrequency (%) 
4.496 1 < 0.1%
 
4.49 1 < 0.1%
 
4.4845 1 < 0.1%
 
4.483 2 < 0.1%
 
4.48 1 < 0.1%
 

MEXICO_-_MEXICAN_PESO/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count4247
Unique (%)84.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.19514144
Minimum8.946
Maximum21.891
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum8.946
5-th percentile9.28985
Q110.80175
median12.4625
Q314.745
95-th percentile19.40915
Maximum21.891
Range12.945
Interquartile range (IQR)3.94325

Descriptive statistics

Standard deviation3.318175609
Coefficient of variation (CV)0.2514694992
Kurtosis-0.5392936163
Mean13.19514144
Median Absolute Deviation (MAD)2.666090096
Skewness0.8499220006
Sum66173.6343
Variance11.01028937
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 8.946 9.046 9.587 10.42315 10.68625 ... 18.9815 19.2315 19.7775 20.74525 21.891 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9.52 6 0.1%
 
10.9385 5 0.1%
 
9.399 5 0.1%
 
10.94 5 0.1%
 
10.195 4 0.1%
 
19.1 4 0.1%
 
10.8675 4 0.1%
 
9.165 4 0.1%
 
13.085 4 0.1%
 
11.18 4 0.1%
 
Other values (4237) 4970 99.1%
 
ValueCountFrequency (%) 
8.946 1 < 0.1%
 
8.98 2 < 0.1%
 
9 1 < 0.1%
 
9.0005 1 < 0.1%
 
9.002 1 < 0.1%
 
ValueCountFrequency (%) 
21.891 1 < 0.1%
 
21.875 1 < 0.1%
 
21.851 1 < 0.1%
 
21.7045 1 < 0.1%
 
21.6245 1 < 0.1%
 

NEW_ZEALAND_-_NEW_ZELAND_DOLLAR/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count2680
Unique (%)53.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.543820419
Minimum1.1346
Maximum2.551
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum1.1346
5-th percentile1.19757
Q11.3238
median1.4426
Q31.5912
95-th percentile2.36868
Maximum2.551
Range1.4164
Interquartile range (IQR)0.2674

Descriptive statistics

Standard deviation0.33741445
Coefficient of variation (CV)0.2185580952
Kurtosis1.054149544
Mean1.543820419
Median Absolute Deviation (MAD)0.2510639007
Skewness1.409536825
Sum7742.2594
Variance0.1138485111
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.1346 1.15025 1.189 1.22365 1.3642 ... 2.0685 2.3638 2.4375 2.4823 2.551 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.4599 9 0.2%
 
1.3691 8 0.2%
 
1.4126 8 0.2%
 
1.459 8 0.2%
 
1.3708 7 0.1%
 
1.4804 7 0.1%
 
1.4545 7 0.1%
 
1.4719 7 0.1%
 
1.3854 6 0.1%
 
1.4802 6 0.1%
 
Other values (2670) 4942 98.5%
 
ValueCountFrequency (%) 
1.1346 1 < 0.1%
 
1.1357 1 < 0.1%
 
1.1358 1 < 0.1%
 
1.136 1 < 0.1%
 
1.1379 1 < 0.1%
 
ValueCountFrequency (%) 
2.551 1 < 0.1%
 
2.5432 1 < 0.1%
 
2.54 1 < 0.1%
 
2.5368 1 < 0.1%
 
2.5349 1 < 0.1%
 

NORWAY_-_NORWEGIAN_KRONE/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count4509
Unique (%)89.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.076004407
Minimum4.9467
Maximum9.589
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum4.9467
5-th percentile5.43504
Q15.9966
median6.785
Q38.2791
95-th percentile9.0505
Maximum9.589
Range4.6423
Interquartile range (IQR)2.2825

Descriptive statistics

Standard deviation1.226729604
Coefficient of variation (CV)0.1733647315
Kurtosis-1.31526665
Mean7.076004407
Median Absolute Deviation (MAD)1.095031947
Skewness0.2715494083
Sum35486.1621
Variance1.504865521
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[4.9467 5.04635 5.1901 5.347 5.70475 ... 8.1045 8.72105 9.187 9.392 9.589 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6.895 5 0.1%
 
8.92 5 0.1%
 
8.885 4 0.1%
 
6.1007 4 0.1%
 
8.8875 4 0.1%
 
6.9265 3 0.1%
 
6.9825 3 0.1%
 
6.0259 3 0.1%
 
6.955 3 0.1%
 
9.325 3 0.1%
 
Other values (4499) 4978 99.3%
 
ValueCountFrequency (%) 
4.9467 1 < 0.1%
 
4.9474 1 < 0.1%
 
4.9645 1 < 0.1%
 
4.9861 1 < 0.1%
 
4.9934 1 < 0.1%
 
ValueCountFrequency (%) 
9.589 1 < 0.1%
 
9.585 1 < 0.1%
 
9.5775 1 < 0.1%
 
9.56 1 < 0.1%
 
9.524 1 < 0.1%
 

SINGAPORE_-_SINGAPORE_DOLLAR/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count2926
Unique (%)58.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.480412283
Minimum1.2007
Maximum1.854
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum1.2007
5-th percentile1.2402
Q11.3429
median1.4084
Q31.67935
95-th percentile1.79315
Maximum1.854
Range0.6533
Interquartile range (IQR)0.33645

Descriptive statistics

Standard deviation0.1890028827
Coefficient of variation (CV)0.1276690857
Kurtosis-1.24532341
Mean1.480412283
Median Absolute Deviation (MAD)0.1681262501
Skewness0.4133992253
Sum7424.2676
Variance0.03572208965
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.2007 1.2172 1.23545 1.2456 1.25265 ... 1.7583 1.77255 1.8083 1.8386 1.854 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.7435 9 0.2%
 
1.3605 8 0.2%
 
1.3591 8 0.2%
 
1.3619 8 0.2%
 
1.715 8 0.2%
 
1.2675 8 0.2%
 
1.75 7 0.1%
 
1.7325 7 0.1%
 
1.3583 7 0.1%
 
1.6942 7 0.1%
 
Other values (2916) 4938 98.5%
 
ValueCountFrequency (%) 
1.2007 1 < 0.1%
 
1.2021 1 < 0.1%
 
1.2023 1 < 0.1%
 
1.2025 1 < 0.1%
 
1.2031 3 0.1%
 
ValueCountFrequency (%) 
1.854 1 < 0.1%
 
1.8525 1 < 0.1%
 
1.85 1 < 0.1%
 
1.8495 1 < 0.1%
 
1.849 1 < 0.1%
 

SOUTH_AFRICA_-_RAND/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count3758
Unique (%)74.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.422128096
Minimum5.615
Maximum16.8845
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum5.615
5-th percentile6.2435
Q17.11375
median8.1671
Q311.62625
95-th percentile14.60895
Maximum16.8845
Range11.2695
Interquartile range (IQR)4.5125

Descriptive statistics

Standard deviation2.831539626
Coefficient of variation (CV)0.3005201794
Kurtosis-0.8481505439
Mean9.422128096
Median Absolute Deviation (MAD)2.46380467
Skewness0.7059683731
Sum47251.9724
Variance8.017616652
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.615 5.9925 6.56475 6.56505 6.85975 ... 13.15375 14.80025 15.30725 15.843 16.8845 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.035 8 0.2%
 
6.565 7 0.1%
 
6.92 7 0.1%
 
6.99 6 0.1%
 
8.04 6 0.1%
 
7.29 6 0.1%
 
7.39 6 0.1%
 
7.35 6 0.1%
 
6.915 6 0.1%
 
10.15 6 0.1%
 
Other values (3748) 4951 98.7%
 
ValueCountFrequency (%) 
5.615 2 < 0.1%
 
5.625 1 < 0.1%
 
5.6288 1 < 0.1%
 
5.64 1 < 0.1%
 
5.6425 1 < 0.1%
 
ValueCountFrequency (%) 
16.8845 1 < 0.1%
 
16.8125 1 < 0.1%
 
16.8025 1 < 0.1%
 
16.7125 1 < 0.1%
 
16.693 1 < 0.1%
 

SRI_LANKA_-_SRI_LANKAN_RUPEE/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count1779
Unique (%)35.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean119.1162911
Minimum72.3
Maximum182.8
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum72.3
5-th percentile82.7
Q1100.38
median112.3
Q3132.65
95-th percentile175.6
Maximum182.8
Range110.5
Interquartile range (IQR)32.27

Descriptive statistics

Standard deviation25.35213125
Coefficient of variation (CV)0.2128351295
Kurtosis-0.1317886789
Mean119.1162911
Median Absolute Deviation (MAD)20.87142271
Skewness0.6675845764
Sum597368.2
Variance642.7305589
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 72.3 73.275 74.225 75.075 75.45 ... 175.99 176.525 180.975 181.525 182.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
132.9 43 0.9%
 
114.8 39 0.8%
 
96.4 38 0.8%
 
131.1 27 0.5%
 
130.6 24 0.5%
 
93.6 23 0.5%
 
107.8 22 0.4%
 
130.7 22 0.4%
 
131 22 0.4%
 
107.85 22 0.4%
 
Other values (1769) 4733 94.4%
 
ValueCountFrequency (%) 
72.3 1 < 0.1%
 
72.65 1 < 0.1%
 
72.82 1 < 0.1%
 
72.85 1 < 0.1%
 
72.95 4 0.1%
 
ValueCountFrequency (%) 
182.8 1 < 0.1%
 
182.7 1 < 0.1%
 
182.65 1 < 0.1%
 
182.6 1 < 0.1%
 
182.5 2 < 0.1%
 

SWEDEN_-_KRONA/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count4572
Unique (%)91.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.899848614
Minimum5.8346
Maximum11.027
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum5.8346
5-th percentile6.35114
Q16.8527
median7.7483
Q38.7443
95-th percentile10.2533
Maximum11.027
Range5.1924
Interquartile range (IQR)1.8916

Descriptive statistics

Standard deviation1.201841098
Coefficient of variation (CV)0.1521346998
Kurtosis-0.6685054749
Mean7.899848614
Median Absolute Deviation (MAD)1.019387788
Skewness0.4803866932
Sum39617.7408
Variance1.444422024
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.8346 5.9465 6.04025 6.2847 6.4905 ... 9.75725 10.2205 10.303 10.73325 11.027 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
10.29 4 0.1%
 
8.6425 4 0.1%
 
8.805 4 0.1%
 
10.585 4 0.1%
 
6.4713 4 0.1%
 
6.5897 4 0.1%
 
7.328 3 0.1%
 
6.9653 3 0.1%
 
7.2175 3 0.1%
 
7.65 3 0.1%
 
Other values (4562) 4979 99.3%
 
ValueCountFrequency (%) 
5.8346 1 < 0.1%
 
5.873 1 < 0.1%
 
5.8751 1 < 0.1%
 
5.8934 1 < 0.1%
 
5.8976 1 < 0.1%
 
ValueCountFrequency (%) 
11.027 1 < 0.1%
 
11.002 1 < 0.1%
 
11 1 < 0.1%
 
10.972 1 < 0.1%
 
10.955 2 < 0.1%
 

SWITZERLAND_-_FRANC/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count3188
Unique (%)63.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.150474935
Minimum0.7296
Maximum1.825
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum0.7296
5-th percentile0.89624
Q10.9668
median1.0403
Q31.26915
95-th percentile1.69009
Maximum1.825
Range1.0954
Interquartile range (IQR)0.30235

Descriptive statistics

Standard deviation0.2491446759
Coefficient of variation (CV)0.2165581085
Kurtosis0.109997239
Mean1.150474935
Median Absolute Deviation (MAD)0.203439754
Skewness1.066389884
Sum5769.6318
Variance0.06207306951
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.7296 0.8342 0.87395 0.8913 0.91415 ... 1.65365 1.66935 1.7376 1.8004 1.825 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.994 12 0.2%
 
0.992 10 0.2%
 
0.9926 9 0.2%
 
0.9938 9 0.2%
 
0.978 9 0.2%
 
0.9894 8 0.2%
 
0.962 8 0.2%
 
0.9744 8 0.2%
 
0.9924 8 0.2%
 
0.9994 7 0.1%
 
Other values (3178) 4927 98.2%
 
ValueCountFrequency (%) 
0.7296 1 < 0.1%
 
0.7313 1 < 0.1%
 
0.7553 1 < 0.1%
 
0.7559 1 < 0.1%
 
0.76 1 < 0.1%
 
ValueCountFrequency (%) 
1.825 1 < 0.1%
 
1.8185 1 < 0.1%
 
1.8165 1 < 0.1%
 
1.8085 1 < 0.1%
 
1.8068 1 < 0.1%
 

TAIWAN_-_NEW_TAIWAN_DOLLAR/US$
Real number (ℝ≥0)

Distinct count713
Unique (%)14.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31.76482951
Minimum28.5
Maximum35.21
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum28.5
5-th percentile29.25
Q130.35
median31.73
Q332.98
95-th percentile34.7
Maximum35.21
Range6.71
Interquartile range (IQR)2.63

Descriptive statistics

Standard deviation1.671172321
Coefficient of variation (CV)0.05261077573
Kurtosis-0.9686953716
Mean31.76482951
Median Absolute Deviation (MAD)1.430911844
Skewness0.1935495333
Sum159300.62
Variance2.792816928
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[28.5 28.805 29.519 29.605 29.865 ... 34.8225 34.975 35.005 35.115 35.21 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
30.8 34 0.7%
 
32.4 27 0.5%
 
30.75 26 0.5%
 
30.38 25 0.5%
 
29.95 24 0.5%
 
30.83 24 0.5%
 
30.85 23 0.5%
 
29.96 23 0.5%
 
29.87 21 0.4%
 
32.92 20 0.4%
 
Other values (703) 4768 95.1%
 
ValueCountFrequency (%) 
28.5 1 < 0.1%
 
28.56 2 < 0.1%
 
28.58 2 < 0.1%
 
28.59 1 < 0.1%
 
28.6 1 < 0.1%
 
ValueCountFrequency (%) 
35.21 1 < 0.1%
 
35.16 1 < 0.1%
 
35.15 1 < 0.1%
 
35.13 1 < 0.1%
 
35.12 1 < 0.1%
 

THAILAND_-_BAHT/US$
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count1379
Unique (%)27.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.52257372
Minimum28.6
Maximum45.82
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum28.6
5-th percentile30.14
Q131.78
median34.01
Q339.41
95-th percentile43.79
Maximum45.82
Range17.22
Interquartile range (IQR)7.63

Descriptive statistics

Standard deviation4.56384321
Coefficient of variation (CV)0.1284772676
Kurtosis-0.9270950636
Mean35.52257372
Median Absolute Deviation (MAD)3.938020171
Skewness0.6221068521
Sum178145.7072
Variance20.82866484
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[28.6 29.205 29.69 30.575 30.925 ... 42.685 44.105 44.895 45.145 45.82 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
32.35 18 0.4%
 
31.45 17 0.3%
 
32.38 17 0.3%
 
33.17 16 0.3%
 
32.85 15 0.3%
 
32.6 15 0.3%
 
32.55 15 0.3%
 
33.15 14 0.3%
 
30.8 14 0.3%
 
32.4 14 0.3%
 
Other values (1369) 4860 96.9%
 
ValueCountFrequency (%) 
28.6 1 < 0.1%
 
28.66 1 < 0.1%
 
28.69 1 < 0.1%
 
28.82 1 < 0.1%
 
28.83 1 < 0.1%
 
ValueCountFrequency (%) 
45.82 1 < 0.1%
 
45.78 1 < 0.1%
 
45.77 1 < 0.1%
 
45.76 1 < 0.1%
 
45.75 4 0.1%
 
Distinct count5015
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size39.3 KiB
Minimum2000-01-03 00:00:00
Maximum2019-12-31 00:00:00
Mini histogram
Histogram
Histogram
Distinct count2302
Unique (%)45.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6404656431
Minimum0.4738
Maximum0.8287
Zeros0
Zeros (%)0.0%
Memory size39.3 KiB
Mini histogram

Quantile statistics

Minimum0.4738
5-th percentile0.50604
Q10.5875
median0.6365
Q30.6924
95-th percentile0.78593
Maximum0.8287
Range0.3549
Interquartile range (IQR)0.1049

Descriptive statistics

Standard deviation0.08256191612
Coefficient of variation (CV)0.1289092038
Kurtosis-0.5786829118
Mean0.6404656431
Median Absolute Deviation (MAD)0.06509698223
Skewness0.1806395216
Sum3211.9352
Variance0.006816469994
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.4738 0.48345 0.50135 0.51115 0.52715 ... 0.73655 0.7529 0.77955 0.80325 0.8287 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.64 14 0.3%
 
0.6219 11 0.2%
 
0.6239 10 0.2%
 
0.62 9 0.2%
 
0.6224 9 0.2%
 
0.6378 9 0.2%
 
0.6433 8 0.2%
 
0.6215 8 0.2%
 
0.6375 8 0.2%
 
0.6241 8 0.2%
 
Other values (2292) 4921 98.1%
 
ValueCountFrequency (%) 
0.4738 1 < 0.1%
 
0.4752 1 < 0.1%
 
0.4782 1 < 0.1%
 
0.4794 1 < 0.1%
 
0.4803 1 < 0.1%
 
ValueCountFrequency (%) 
0.8287 1 < 0.1%
 
0.8286 1 < 0.1%
 
0.8285 1 < 0.1%
 
0.8275 1 < 0.1%
 
0.8274 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

AUSTRALIA_-_AUSTRALIAN_DOLLAR/US$BRAZIL_-_REAL/US$CANADA_-_CANADIAN_DOLLAR/US$CHINA_-_YUAN/US$DENMARK_-_DANISH_KRONE/US$EURO_AREA_-_EURO/US$HONG_KONG_-_HONG_KONG_DOLLAR/US$INDIA_-_INDIAN_RUPEE/US$JAPAN_-_YEN/US$KOREA_-_WON/US$MALAYSIA_-_RINGGIT/US$MEXICO_-_MEXICAN_PESO/US$NEW_ZEALAND_-_NEW_ZELAND_DOLLAR/US$NORWAY_-_NORWEGIAN_KRONE/US$SINGAPORE_-_SINGAPORE_DOLLAR/US$SOUTH_AFRICA_-_RAND/US$SRI_LANKA_-_SRI_LANKAN_RUPEE/US$SWEDEN_-_KRONA/US$SWITZERLAND_-_FRANC/US$TAIWAN_-_NEW_TAIWAN_DOLLAR/US$THAILAND_-_BAHT/US$Time_SeriesUNITED_KINGDOM_-_UNITED_KINGDOM_POUND/US$
01.51721.80501.44658.27987.32900.98477.776543.55101.701128.03.89.40151.90337.96401.65636.126072.308.44301.580831.3836.972000-01-030.6146
11.52391.84051.45188.27997.21800.97007.777543.55103.091122.53.89.45701.92387.93401.65356.085072.658.36001.556530.6037.132000-01-040.6109
21.52671.85601.45188.27987.20800.96767.778043.55103.771135.03.89.53501.93397.93501.65606.070072.958.35301.552630.8037.102000-01-050.6092
31.52911.84001.45718.27977.21250.96867.778543.55105.191146.53.89.56701.94367.94001.66556.080072.958.36751.554031.7537.622000-01-060.6070
41.52721.83101.45058.27947.22850.97147.778343.55105.171138.03.89.52001.93807.96601.66256.057073.158.41501.562330.8537.302000-01-070.6104
51.52421.81901.45688.27947.25400.97547.778543.55105.281133.53.89.44501.93508.02401.66186.076573.308.44901.570430.8337.272000-01-100.6107
61.52091.82251.45708.27957.21400.96887.778543.60106.091147.03.89.48251.93657.96901.66906.090073.358.39701.560530.8337.612000-01-110.6068
71.52021.83501.45508.27967.23600.97277.778743.60105.761144.53.89.51501.92867.97701.66906.068573.358.41801.566030.8037.542000-01-120.6073
81.49541.81401.44958.27987.25200.97377.778843.55106.091135.53.89.51001.90847.94251.67006.057073.358.41701.570730.8037.492000-01-130.6067
91.50041.80501.44978.27977.34700.98747.778943.55105.861125.03.89.45501.91867.99701.67526.075073.358.47401.594530.8337.552000-01-140.6115

Last rows

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